Data · dataset · 2015
The Stanford Natural Language Inference (SNLI) Corpus
Listed in BERD@NFDI Data Portal
The Stanford Natural Language Inference (SNLI) corpus (version 1.0) is a collection of 570k human-written English sentence pairs manually labeled for balanced classification with the labels entailment, contradiction, and neutral.
Description
It is only 0.09GB large It consists of a training, validation, and test set. The variables contained in each of these sub datasets is described below.
The data providers aim for it to serve both as a benchmark for evaluating representational systems for text, especially including those induced by representation-learning methods, as well as a resource for developing NLP models of any kind. The following paper introduces the corpus in detail. If you use the corpus in published work, please cite it: Samuel R. Bowman , Gabor Angeli , Christopher Potts , and Christopher D. Manning . 2015.
Read the rest (1 more)
A large annotated corpus for learning natural language inference. In Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing (EMNLP) .
Links
Where it is published
- BERD@NFDI Data Portal record berd-platform.de/records/sbnw0-9vm02 ↗
landing page · from berd platform de
Catalogue records · 1
- InvenioRDM API berd-platform.de/api/records/sbnw0-9vm02 ↗
metadata API · from berd platform de
Topics
- Stated by source
- Natural Language Inference
- From keywords
- Computer Science & AI · Economics & Finance · Humanities
- Inferred from text
- Natural language processing 75% · Text 75%
Provenance · 1 source records, 12 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| BERD@NFDI Data Portal | sbnw0-9vm02 | 10 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · berd platform de | connector:berd_platform_de@1.0.0 | |
| concepts[field].anzsrc:field:460208 | enrichment · berd platform de | taxonomy-embedding@1.0.0 | title+keywords+description (75%) |
| concepts[field].local:field:computer-science-ai | mapping · berd platform de | connector:berd_platform_de@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · berd platform de | connector:berd_platform_de@1.0.0 | |
| concepts[field].local:field:humanities | mapping · berd platform de | connector:berd_platform_de@1.0.0 | |
| concepts[modality].local:modality:text | enrichment · berd platform de | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[topic].invenio_subject:berd_platform_de:natural-language-inference | source · berd platform de | connector:berd_platform_de@1.0.0 | |
| description | source · berd platform de | connector:berd_platform_de@1.0.0 | /metadata/description |
| license | source · berd platform de | connector:berd_platform_de@1.0.0 | |
| publication_date | source · berd platform de | connector:berd_platform_de@1.0.0 | |
| title | source · berd platform de | connector:berd_platform_de@1.0.0 | /metadata/title |
| updated_date | source · berd platform de | connector:berd_platform_de@1.0.0 |